Support Vector Machines for Pattern Classification

Shigeo Abe

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Language: English

Published by Springer London Mai 2012, 2012

1447125487 / 9781447125488

Series: Book 13 of 86 - Advances in Computer Vision and Pattern Recognition

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -A guide on the use of SVMs in pattern classification, including a rigorous performance comparison of classifiers and regressors. The book presents architectures for multiclass classification and function approximation problems, as well as evaluation criteria for classifiers and regressors. Features: Clarifies the characteristics of two-class SVMs; Discusses kernel methods for improving the generalization ability of neural networks and fuzzy systems; Contains ample illustrations and examples; Includes performance evaluation using publicly available data sets; Examines Mahalanobis kernels, empirical feature space, and the effect of model selection by cross-validation; Covers sparse SVMs, learning using privileged information, semi-supervised learning, multiple classifier systems, and multiple kernel learning; Explores incremental training based batch training and active-set training methods, and decomposition techniques for linear programming SVMs; Discusses variable selection for support vector regressors. 492 pp. Englisch.

Seller Inventory # 9781447125488

Title
Support Vector Machines for Pattern Classification
Author
Shigeo Abe
Publisher
Springer London Mai 2012
Publication year
2012
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1447125487
ISBN 13
9781447125488
Item weight
739 grams
Dimensions
235x155x27 mm
Series
Book 13 of 86: Advances in Computer Vision and Pattern Recognition

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

Item5 to 15 business days5 to 15 business days
First itemUS$ 26.74US$ 26.74
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BuchWeltWeit Ludwig Meier e.K.

Germany